Scenarios

Scenarios

library(keys.lid)
#> SWMM executable not found.
scenarios <- keys.lid::read_scenarios()

DT::datatable(scenarios)

Simulate Performance

The SWMM simulations (years: 2008 - 2019) and calculation of performance metrics (volume rainfall retended, rainfall event sums/max) for four LIDs with different parameterisations and for five different climate zones in China (in total: 290 model runs) takes about 2h 20min (~ 30 seconds per model run) on my laptop.

### Bioretention Cell
br <- keys.lid::simulate_performances(
  lid_selected = scenarios[scenarios$lid_name_tidy == "bioretention_cell",],
  lid_area_fractions = c(0, 0.05, 0.1, 0.2),
  catchment_area_m2 = 1000
)

### Green Roof
gr <- keys.lid::simulate_performances(
  lid_selected = scenarios[scenarios$lid_name_tidy == "green_roof",],
  lid_area_fractions = c(0,1),
  catchment_area_m2 = 1000,
)

### Permeable Pavement
pp <- keys.lid::simulate_performances(
  lid_selected = scenarios[scenarios$lid_name_tidy == "permeable_pavement",],
  lid_area_fractions = c(0, 1),
  catchment_area_m2 = 1000
)

### Rain Barrel
rb <- keys.lid::simulate_performances(
  lid_selected = scenarios[scenarios$lid_name_tidy == "rain_barrel",],
  lid_area_fractions = c(0, 0.1, 0.2, 0.4),
  catchment_area_m2 = 1000
)


performances <- br %>%
  dplyr::bind_rows(gr) %>%
  dplyr::bind_rows(pp) %>%
  dplyr::bind_rows(rb)

Evaluate Performance

Median Volume Rainfall Retended per Year

Bioretention Cell

keys.lid::plot_vrr_median("bioretention_cell")

Green Roof

keys.lid::plot_vrr_median("green_roof")

Permeable Pavements

keys.lid::plot_vrr_median("permeable_pavement")

Rain Barrel

keys.lid::plot_vrr_median("rain_barrel")

Boxplots

Example for LID green roof in climate zones 1 and 5

Volume Rainfall Retended

Zone 1

keys.lid::boxplot_vrr(lid = "green_roof", zone_id = 1)
#> Warning: 'layout' objects don't have these attributes: 'boxmode'
#> Valid attributes include:
#> 'font', 'title', 'uniformtext', 'autosize', 'width', 'height', 'margin', 'computed', 'paper_bgcolor', 'plot_bgcolor', 'separators', 'hidesources', 'showlegend', 'colorway', 'datarevision', 'uirevision', 'editrevision', 'selectionrevision', 'template', 'modebar', 'newshape', 'activeshape', 'meta', 'transition', '_deprecated', 'clickmode', 'dragmode', 'hovermode', 'hoverdistance', 'spikedistance', 'hoverlabel', 'selectdirection', 'grid', 'calendar', 'xaxis', 'yaxis', 'ternary', 'scene', 'geo', 'mapbox', 'polar', 'radialaxis', 'angularaxis', 'direction', 'orientation', 'editType', 'legend', 'annotations', 'shapes', 'images', 'updatemenus', 'sliders', 'colorscale', 'coloraxis', 'metasrc', 'barmode', 'bargap', 'mapType'

Zone 5

keys.lid::boxplot_vrr(lid = "green_roof", zone_id = 5)
#> Warning: 'layout' objects don't have these attributes: 'boxmode'
#> Valid attributes include:
#> 'font', 'title', 'uniformtext', 'autosize', 'width', 'height', 'margin', 'computed', 'paper_bgcolor', 'plot_bgcolor', 'separators', 'hidesources', 'showlegend', 'colorway', 'datarevision', 'uirevision', 'editrevision', 'selectionrevision', 'template', 'modebar', 'newshape', 'activeshape', 'meta', 'transition', '_deprecated', 'clickmode', 'dragmode', 'hovermode', 'hoverdistance', 'spikedistance', 'hoverlabel', 'selectdirection', 'grid', 'calendar', 'xaxis', 'yaxis', 'ternary', 'scene', 'geo', 'mapbox', 'polar', 'radialaxis', 'angularaxis', 'direction', 'orientation', 'editType', 'legend', 'annotations', 'shapes', 'images', 'updatemenus', 'sliders', 'colorscale', 'coloraxis', 'metasrc', 'barmode', 'bargap', 'mapType'

Runoff Maximum per Event

Zone 1

keys.lid::boxplot_runoff_max(lid = "green_roof", zone_id = 1)
#> Warning: 'layout' objects don't have these attributes: 'boxmode'
#> Valid attributes include:
#> 'font', 'title', 'uniformtext', 'autosize', 'width', 'height', 'margin', 'computed', 'paper_bgcolor', 'plot_bgcolor', 'separators', 'hidesources', 'showlegend', 'colorway', 'datarevision', 'uirevision', 'editrevision', 'selectionrevision', 'template', 'modebar', 'newshape', 'activeshape', 'meta', 'transition', '_deprecated', 'clickmode', 'dragmode', 'hovermode', 'hoverdistance', 'spikedistance', 'hoverlabel', 'selectdirection', 'grid', 'calendar', 'xaxis', 'yaxis', 'ternary', 'scene', 'geo', 'mapbox', 'polar', 'radialaxis', 'angularaxis', 'direction', 'orientation', 'editType', 'legend', 'annotations', 'shapes', 'images', 'updatemenus', 'sliders', 'colorscale', 'coloraxis', 'metasrc', 'barmode', 'bargap', 'mapType'

Zone 5

keys.lid::boxplot_runoff_max(lid = "green_roof", zone_id = 5)
#> Warning: 'layout' objects don't have these attributes: 'boxmode'
#> Valid attributes include:
#> 'font', 'title', 'uniformtext', 'autosize', 'width', 'height', 'margin', 'computed', 'paper_bgcolor', 'plot_bgcolor', 'separators', 'hidesources', 'showlegend', 'colorway', 'datarevision', 'uirevision', 'editrevision', 'selectionrevision', 'template', 'modebar', 'newshape', 'activeshape', 'meta', 'transition', '_deprecated', 'clickmode', 'dragmode', 'hovermode', 'hoverdistance', 'spikedistance', 'hoverlabel', 'selectdirection', 'grid', 'calendar', 'xaxis', 'yaxis', 'ternary', 'scene', 'geo', 'mapbox', 'polar', 'radialaxis', 'angularaxis', 'direction', 'orientation', 'editType', 'legend', 'annotations', 'shapes', 'images', 'updatemenus', 'sliders', 'colorscale', 'coloraxis', 'metasrc', 'barmode', 'bargap', 'mapType'

Runoff Volume per Event

Zone 1

keys.lid::boxplot_runoff_volume(lid = "green_roof", zone_id = 1)
#> Warning: 'layout' objects don't have these attributes: 'boxmode'
#> Valid attributes include:
#> 'font', 'title', 'uniformtext', 'autosize', 'width', 'height', 'margin', 'computed', 'paper_bgcolor', 'plot_bgcolor', 'separators', 'hidesources', 'showlegend', 'colorway', 'datarevision', 'uirevision', 'editrevision', 'selectionrevision', 'template', 'modebar', 'newshape', 'activeshape', 'meta', 'transition', '_deprecated', 'clickmode', 'dragmode', 'hovermode', 'hoverdistance', 'spikedistance', 'hoverlabel', 'selectdirection', 'grid', 'calendar', 'xaxis', 'yaxis', 'ternary', 'scene', 'geo', 'mapbox', 'polar', 'radialaxis', 'angularaxis', 'direction', 'orientation', 'editType', 'legend', 'annotations', 'shapes', 'images', 'updatemenus', 'sliders', 'colorscale', 'coloraxis', 'metasrc', 'barmode', 'bargap', 'mapType'

Zone 5

keys.lid::boxplot_runoff_volume(lid = "green_roof", zone_id = 5)
#> Warning: 'layout' objects don't have these attributes: 'boxmode'
#> Valid attributes include:
#> 'font', 'title', 'uniformtext', 'autosize', 'width', 'height', 'margin', 'computed', 'paper_bgcolor', 'plot_bgcolor', 'separators', 'hidesources', 'showlegend', 'colorway', 'datarevision', 'uirevision', 'editrevision', 'selectionrevision', 'template', 'modebar', 'newshape', 'activeshape', 'meta', 'transition', '_deprecated', 'clickmode', 'dragmode', 'hovermode', 'hoverdistance', 'spikedistance', 'hoverlabel', 'selectdirection', 'grid', 'calendar', 'xaxis', 'yaxis', 'ternary', 'scene', 'geo', 'mapbox', 'polar', 'radialaxis', 'angularaxis', 'direction', 'orientation', 'editType', 'legend', 'annotations', 'shapes', 'images', 'updatemenus', 'sliders', 'colorscale', 'coloraxis', 'metasrc', 'barmode', 'bargap', 'mapType'